Vol. 2024: Journal of Data Science

The Journal of Data Sciences (JoDS) is an international journal, which publishes original research articles dealing with the emerging and high-growth fields of digital information and big data.

JoDS is an international, scientific and open access periodical published in accordance with independent, unbiased, and double-blinded peer-review principles.

JoDS produces one volume annually and accepts rolling submissions from authors. The publication language of the journal is English.

The Journal of Data Sciences welcomes article submissions. Submit your article today and gain worldwide visibility for your article.

Published: 2024-01-01

Articles

The Crop Price Prediction Using Machine Learning: Preliminary Stage

Ramya T.K., Shreedhara N Hegde, Mohd Norshahriel Abd Rani
- Vol.2024_09.PDF
Analysis of Sentiment Based on Opinions from the 2019 Presidential Election

Nurul Adha Oktarini Saputri, Misinem ., Khoirul Zuhri
- Vol.2024_25.PDF
Precision Prediction of Household Electricity Consumption Through Data- Driven Model

Sadaf Hashmi, Solomon Jebaraj, Utpalkumar B. Patel, Bhumika .
- Vol.2024_41.PDF
Optimization Algorithms: A Comparison Study for Scheduling Problem at UIN Raden Fatah's Sharia and Law Faculty

Mustakim ., Tri Basuki Kurniawan, Misinem ., Edi Surya Negara, Izman Herdiansyah
- Vol.2024_57.PDF
Researching Factors that Affect the Shopping Decisions of Shopping in Tiktok

Do Thi Thanh Tam, Nguyen Thi Thu Thuy, Nguyen Thi Van Trang
- Vol.2024_16.PDF
Early Detection of Cardiovascular Disease Using Photoplethysmography (PPG) Signal Analysis

Padmavathi Y., Ushasree R.
- Vol.2024_32.PDF
Comparison of Logistic Regression, Random Forest, SVM, KNN Algorithm for Water Quality Classification Based on Contaminant Parameters

Teguh Sutanto, Muhammad Rafli Aditya, Haldi Budiman, M.Rezqy Noor Ridha, Usman Syapotro, Noor Azijah
- Vol.2024_48.PDF
Data-Driven Augmented Reality for Scout Password Recognition in Interactive Learning Environment

M. Soekarno Putra, Nurul Adha Oktarini Saputri, Rezania Agramanisti Azdy, Nirwana .
- Vol.2024_64.PDF
Online Product Evaluation System Based on Ratings and Review

Thugu Rajesh Kumar Reddy, Chitra, Jeyarani Periasamy
- Vol.2024_07.PDF
Deep Learning Techniques for Wind Speed Forecasting at Palembang Airport

Akbar Rizki Ramadhan, Tri Basuki Kurniawan, Misinem ., Muhammad Izman Herdiansyah, Edi Surya Negara
- Vol.2024_23.PDF
Optimizing Anemia Detection Using Effective Computational Techniques

Swapnil M Parikh, Dukhbhanjan Singh, Hemal Thakker, Murugan R.
- Vol.2024_39.PDF
Comparison of ELM, LSTM, and CNN Models in Breast Cancer Classification

Silvia Ratna, M. Muflih, Haldi Budiman, Usman Syapotro, Muhammad Hamdani
- Vol.2024_55.PDF
Analyzing Factors That Influence the Indonesia’s Gen Z in Reducing Food Waste

M Fariz Fadillah Mardianto, Fajri Juli Rahman Nur Zendrato, Suci Rahmadani, Filzah Syakirah
- Vol.2024_14.PDF
Predictive Analytics in Genetic Engineering as an Optimization Problem

Okewu Emmanuel, Okewu Kehinde Bukola
- Vol.2024_30.PDF
Prediction of Jakarta's Air Quality Using a Stacking Framework of CLSTM, CatBoost, SVR, and XGBoost

Usman Syapotro, Silvia Ratna, M. Muflih, Haldi Budiman, M. Rezqy Noor Ridha, Muhammad Hamdani
- Vol.2024_46.PDF
Analysis of New Student Admission Application for Bina Warga High School in Palembang

Helda Yudiastuti, Irwansyah ., Misinem .
- Vol.2024_62.PDF
Comparison of Recursive Feature Elimination and Boruta as Feature Selection in Greenhouse Gas Emission Data Classification

Riko Febrian, Anne Mudya Yolanda
- Vol.2024_05.PDF
Efficient Model for Waste Load and Route Optimization

Achmad Nopransyah, Tri Basuki Kurniawan, Misinem ., Muhammad Izman Herdiansyah, Edi Surya Negara
- Vol.2024_21.PDF
An Enhanced Affective Computing Technology for Fostering an Emotionally Healthy Workplace

Aurobind G., Ramachandiran R.
- Vol.2024_37.PDF
Water Level Prediction of Riam Kanan Dam Using ConvLSTM, BPNN, Gradient Boosting, and XGBoosting Stacking Framework (CLBGXGBoostS)

Usman Syapotro, Haldi Budiman, M. Rezqy Noor Ridha, Noor Azijah
- Vol.2024_53.PDF
A Data Analytics Strategy to the Underground Economy of Cybercrime

Varun P.R., Usha Sree, Malathy Batumalay
- Vol.2024_12.PDF
Data-Driven Web-Based Service Travel Resume Information System

Marlindawati ., Misinem ., Andini Sidqin Maza
- Vol.2024_28.PDF
Evaluation and Comparative Analysis of Feature Extraction Methods on Image Data to increase the Accuracy of Classification Algorithms

Rachmad Iqbal, Tri Basuki Kurniawan, Misinem ., Edi Surya Negara, Tata Sutabri
- Vol.2024_44.PDF
Text to Image Generation Using Machine Learning

Rishab Tiwari, Chitra K
- Vol.2024_60.PDF
The Data Analysis on Business Communication and Entrepreneurial Competency in Influencing Business Performance

Rida Hardianti, Neneng Hayati, Yudi Wahyudin Suwandi, Deden Abdul Wahab Sya’roni, Erwin Yulianto
- Vol.2024_03.PDF
Predicting Parkinson’s Disease Using Machine Learning with Voice Parameters and Handwriting Images

Pruthvi H.C., UshaSree R., Harprith Kaur
- Vol.2024_19.PDF
KopiCulture: Unveiling Customer Loyalty in Malaysia's Coffee Market through Clustering Algorithms for Local Cafe Insights

Tuan Norhafizah Tuan Zakaria, Che Ku Nuraini Che Ku Mohd
- Vol.2024_35.PDF
Poverty Classification in Indonesia Using BiGRU, BPNN, and Stacking AdaBoost Frameworks

Khalisha Ariyani, Silvia Ratna, M. Muflih, Haldi Budiman, Noor Azijah, M. Rezqy Noor Ridha
- Vol.2024_51.PDF
Facial Recognition Using Convolutional Neural Network Using Real-Time Data

Bharath Kumara J, Manjula Sanjay Koti, Nor Idayu Ahmad Azami
- Vol.2024_10.PDF
Web Engineering Methods in Building a Web-Based School Academic Information System

Helda Yudiastuti, Irwansyah .
- Vol.2024_26.PDF
Study on AI-Assisted Statistical Approach for Improving Stock Price Prediction Accuracy

Gaurav Tuteja, Varsha Agarwal, Meeramani N., Sumitra Menaria
- Vol.2024_42.PDF
Comparative Accuracy of Data Mining Models for Predicting Extreme Weather Events in West Sumatra

Desindra Deddy Kurniawan, Tri Basuki Kurniawan
- Vol.2024_58.PDF
Analyzing Factors Influencing Inflation in Vietnam Using SVAR Model: A Case Study

Nghiem Thi Lich, Trinh Thi Huong, Nguyen Thi Thu Thuy, Doan Thi Ngan, Do Khanh Linh, Nguyen Thi Thuy Linh
- Vol.2024_01.PDF
Prediction of Fetal Health Status Using Machine Learning

Naidile S Saragodu, Shreedhara N Hegde, Harprith Kaur
- Vol.2024_17.PDF
Evaluating Machine Learning Algorithms for Fake Currency Detection

Keerthana S.N., Chitra K.
- Vol.2024_33.PDF
Machine Learning Models for Classification of Anemia from CBC Results: Random Forest, SVM, and Logistic Regression

Muhammad Rafli Aditya, Teguh Sutanto, Haldi Budiman, M.Rezqy Noor Ridha, Usman Syapotro, Noor Azijah
- Vol.2024_49.PDF
Machine Learning for Fake News Detection Analysis

S. Abhilasha, R. Ushasree, Che Fuzlina Mohd Fuad
- Vol.2024_08.PDF
Machine Learning Applications in Offense Type and Incidence Prediction

Balaji R., Manjula Sanjay Koti, Harprith Kaur
- Vol.2024_24.PDF
A Novel Approach for Forecasting Tourist Arrivals Using Web Search Data and Artificial Intelligence

Sagar Gulati, Mohitkumar Jagdishchandra Rathod, Guntaj J., Varsha Agarwal
- Vol.2024_40.PDF
Comparison of SVM, Naive Bayes, and ELM Models in Plant Growth Classification

M. Muflih, Silvia Ratna, Haldi Budiman, Usman Syapotro, Muhammad Hamdani
- Vol.2024_56.PDF
Analyzing the Digital Transformation Competence of Vietnamese Students Using Exploratory Factor Analysis (EFA)

Do Thi Thanh Tam, Nguyen Thi Thu Thuy, Nguyen Thi Van Trang
- Vol.2024_15.PDF
Analyzing Human-Centric Wireless Energy Harvesting for Sustainable and Resilient Energy Systems

Okewu Emmanuel, Okewu Victor
- Vol.2024_31.PDF
Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic Regression, and XGBoost

M. Rezqy Noor Ridha, Silvia Ratna, M. Muflih, Haldi Budiman, Usman Syapotro, Muhammad Hamdani
- Vol.2024_47.PDF
Analysis of Traffic Accident Patterns Using Association Rule Mining

Yudy Pranata, Tri Basuki Kurniawan, Edi Surya Negara, Ahmad Haidar Mirza
- Vol.2024_63.PDF
Study on Image Background Removal using Deep Learning

Fakruddin Ali Ahmed, Harprith Kaur Rajinder Singh
- Vol.2024_06.PDF
Enhancing Classification Algorithms with Metaheuristic Technique

Cokro Nurwinto, Tri Basuki Kurniawan, Misinem ., Tata Sutabri, Yesi Novaria Kunang
- Vol.2024_22.PDF
Leveraging Data Science Technology for Advancing Credit Risk Assessment

Deepak Bhanot, Sadaf Hashmi, K Suneetha, Devendra Parmar
- Vol.2024_38.PDF
Classification of Heart Disease Using a Stacking Framework of BiGRU, BiLSTM, and XGBoost

Haldi Budiman, Silvia Ratna, M. Muflih, Usman Syapotro, Muhammad Hamdani, M. Rezqy Noor Ridha
- Vol.2024_54.PDF
Analysis of Indonesian Public Perception on the Influence of American Food Brands with the Indonesia-America Cooperation Relationship Using SEM-PLS

Aqil Azmi Reswara, Nadhira Safa Kamiilah, Marshanda Aprilia, Shalwa Oktavrilia Kusuma, M. Fariz Fadillah Mardianto, Ardi Kurniawan
- Vol.2023_13.PDF
An Analytical Solution for Sales of Seafood in District Karang Agung Ilir

Marlindawati ., Misinem ., Rizqi Dwi Ramadhan
- Vol.2024_29.PDF
Analyzing the Need for a Library Application at Madrasah Ibtidaiyah (MI) Azharyah Palembang with Recommendations

Mutiara Choiriyah, Imam Solikin
- Vol.2024_45.PDF
Analysing The Need for Innovative Staff Attendance Tracking System and Designing a Solution for Institut Bakti Nusantara

Tri Susilowati, Sri Hartati, Taufik ., Adi Prasetya Nanda
- Vol.2024_61.PDF
A Comparative Study of Z-Score and Min-Max Normalization for Rainfall Classification in Pekanbaru

Rahmad Ramadhan Laska, Anne Mudya Yolanda
- Vol.2024_04.PDF
Comparative Analysis of Pneumonia Detection from Chest X-Ray Images Using CNN And Transfer Learning

Naveen Kumar M, Ushasree ., Che Fuzlina Fuad
- Vol.2024_20.PDF
Enhancing Bipolar Disorder Detection using Heterogeneous Ensemble Machine Learning Techniques

Lingeswari Sivagnanam, N. Karthikeyani Visalakshi
- Vol.2024_36.PDF
Fishing Performance and Marketing Channel of the Marine Fisheries: An Empirical Study Using Primary and Secondary Data

Md. Abdul Quddus, M. Muchlesur Rahman, Zarin Tasnim
- Vol.2024_52.PDF
Cardiovascular Diseases Detection Using Photo Plethysmography (PPG) Signal Data

Padmavathi Y., Ushasree R., Chitra Batumalai
- Vol.2023_11.PDF
Analyzing the Web-Based Library Information System at SMKN 1 Talang Ubi

Marlindawati ., Misinem ., Muhammad Ardiyansyah
- Vol.2024_27.PDF
The Analysis of Resilientnet-Realtime Disaster Response System

Supriya Kamoji, Heenakausar Pendhari, Kris Corriea, Mathew Lobo, Hisbaan Sayed, Omkar Satupe
- Vol.2024_43.PDF
Stress Net: Multimodal Stress Detection using ECG and EEG Signals

Lakshmi K, Chitra K
- Vol.2024_59.PDF
Determinant Factors for Learning Model Development: Their Influence on Employee Performance

Erwin Yulianto, Deden Abdul Wahab Sya’roni, Neneng Hayati, Yudi Wahyudin Suwandi, Rida Hardianti
- Vol.2024_02.PDF
Improving the Community Services through Electronic Management of East Pringsewu Subdistrict Administration

Tri Susilowati, Sri Hartati, Mardiyanto ., Bimo Bagus Prabowo
- Vol.2024_18.PDF
Automated Bird Species Identification Through Machine Learning Techniques

Suhil Shoukath Kambali, Ushashree R.
- Vol.2024_34.PDF
Classification of Mental Health Care Using the ELM, MLP, and CatBoost Stacking Framework

Noor Azijah, Silvia Ratna, M. Muflih, Haldi Budiman, Usman Syapotro, Khalisha Ariyani
- Vol.2024_50.PDF